Modulome

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        If you use plots from MultiQC in a publication or presentation, please cite:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

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        About MultiQC

        This report was generated using MultiQC, version 1.16

        You can see a YouTube video describing how to use MultiQC reports here: https://youtu.be/qPbIlO_KWN0

        For more information about MultiQC, including other videos and extensive documentation, please visit http://multiqc.info

        You can report bugs, suggest improvements and find the source code for MultiQC on GitHub: https://github.com/ewels/MultiQC

        MultiQC is published in Bioinformatics:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

        Modulome
        Analysis of public microbial RNA-seq data

        A modular tool to aggregate results from bioinformatics analyses across many samples into a single report.

        Contact E-mail
        avsastry@ucsd.edu
        Application Type
        Microbial RNA-seq Analysis

        Report generated on 2024-10-19, 02:49 CDT based on data in: /mnt/bigdata/linuxhome/cdalldorf/iModulonMiner/2_process_data/work/8d/b77e42e9a3524bbe56ac70ef9285ca


        General Statistics

        Showing 356/356 rows and 9/11 columns.
        Sample Name% AssignedM Assigned% AlignedM Aligned% BP Trimmed% Dups% GCMedian Read LengthM Seqs
        SRX14570271
        58.1%
        11.0
        68.5%
        6.5
        0.5%
        83.6%
        48%
        150 bp
        9.5
        SRX14570272
        61.8%
        12.4
        72.5%
        7.3
        0.6%
        84.7%
        49%
        150 bp
        10.1
        SRX14570273
        61.5%
        12.4
        71.9%
        7.3
        0.5%
        84.5%
        49%
        150 bp
        10.1
        SRX14570274
        61.6%
        13.9
        72.4%
        8.2
        0.5%
        85.8%
        49%
        150 bp
        11.3
        SRX14570275
        62.0%
        14.3
        72.3%
        8.3
        0.6%
        85.2%
        49%
        150 bp
        11.5
        SRX14570276
        61.8%
        13.1
        71.7%
        7.6
        0.6%
        84.7%
        49%
        150 bp
        10.6
        SRX14570277
        61.7%
        17.3
        72.0%
        10.1
        0.5%
        87.2%
        48%
        150 bp
        14.0
        SRX14953908
        26.1%
        21.2
        33.7%
        13.7
        0.7%
        92.8%
        52%
        100 bp
        40.6
        SRX14953909
        66.0%
        43.0
        77.2%
        25.2
        1.2%
        91.2%
        49%
        100 bp
        32.6
        SRX14953910
        46.6%
        30.8
        56.8%
        18.7
        0.7%
        93.1%
        50%
        100 bp
        33.0
        SRX14953911
        64.0%
        39.4
        74.2%
        22.8
        0.9%
        92.4%
        49%
        100 bp
        30.8
        SRX14953912
        14.4%
        9.1
        19.1%
        6.0
        0.8%
        94.6%
        53%
        100 bp
        31.4
        SRX14953913
        54.1%
        38.1
        65.2%
        23.0
        0.8%
        92.3%
        49%
        100 bp
        35.2
        SRX14953914
        10.7%
        6.1
        15.5%
        4.4
        0.7%
        94.4%
        53%
        100 bp
        28.6
        SRX14953915
        12.4%
        7.1
        17.2%
        4.9
        0.8%
        94.3%
        53%
        100 bp
        28.7
        SRX14953916
        29.0%
        19.2
        38.0%
        12.6
        1.0%
        93.1%
        51%
        100 bp
        33.1
        SRX14953917
        61.6%
        41.0
        72.4%
        24.1
        0.7%
        92.6%
        49%
        100 bp
        33.3
        SRX14953918
        70.3%
        50.1
        80.3%
        28.6
        3.7%
        91.6%
        49%
        100 bp
        35.6
        SRX14953919
        22.4%
        16.3
        28.6%
        10.4
        1.0%
        92.5%
        52%
        100 bp
        36.4
        SRX14953920
        12.9%
        8.7
        17.5%
        5.9
        0.7%
        93.0%
        52%
        100 bp
        33.8
        SRX14953921
        29.8%
        21.0
        36.6%
        12.9
        1.1%
        91.6%
        51%
        100 bp
        35.2
        SRX14953922
        10.2%
        7.6
        14.5%
        5.4
        1.1%
        93.3%
        53%
        100 bp
        37.4
        SRX14953923
        21.7%
        16.0
        28.0%
        10.3
        0.7%
        91.7%
        51%
        100 bp
        36.8
        SRX14953924
        65.5%
        36.1
        76.9%
        21.2
        0.7%
        89.9%
        48%
        100 bp
        27.5
        SRX14953925
        8.4%
        5.2
        11.6%
        3.6
        1.3%
        93.6%
        53%
        100 bp
        30.8
        SRX14953926
        37.0%
        20.0
        46.1%
        12.5
        1.3%
        90.0%
        49%
        100 bp
        27.1
        SRX14953927
        16.2%
        10.8
        23.6%
        7.9
        3.0%
        91.8%
        52%
        100 bp
        33.4
        SRX14953928
        7.8%
        5.8
        12.7%
        4.7
        0.7%
        94.5%
        53%
        100 bp
        36.8
        SRX14953929
        12.3%
        7.5
        22.5%
        6.9
        3.0%
        93.0%
        52%
        100 bp
        30.6
        SRX14953930
        40.9%
        25.9
        56.6%
        17.9
        0.8%
        88.6%
        48%
        100 bp
        31.7
        SRX14953931
        6.2%
        2.8
        10.3%
        2.3
        1.1%
        92.7%
        53%
        100 bp
        22.5
        SRX14953932
        2.7%
        1.3
        4.7%
        1.1
        0.9%
        94.3%
        53%
        100 bp
        24.0
        SRX18804540
        66.8%
        14.1
        76.3%
        8.1
        0.5%
        83.4%
        49%
        150 bp
        10.6
        SRX18804541
        65.9%
        14.7
        75.3%
        8.4
        0.5%
        82.6%
        49%
        150 bp
        11.1
        SRX18804542
        68.1%
        12.5
        77.3%
        7.1
        0.5%
        82.6%
        49%
        150 bp
        9.1
        SRX18804543
        60.4%
        11.2
        71.2%
        6.6
        0.5%
        81.5%
        48%
        150 bp
        9.3
        SRX18804544
        58.5%
        15.2
        70.2%
        9.1
        0.4%
        81.6%
        48%
        150 bp
        13.0
        SRX18804545
        56.5%
        13.1
        68.7%
        8.0
        0.4%
        80.4%
        48%
        150 bp
        11.6
        SRX18804546
        60.7%
        10.8
        74.5%
        6.6
        0.5%
        81.5%
        49%
        150 bp
        8.9
        SRX18804547
        66.6%
        13.9
        75.0%
        7.8
        0.4%
        84.3%
        49%
        150 bp
        10.4
        SRX18804548
        59.5%
        12.7
        69.3%
        7.4
        0.5%
        76.7%
        49%
        150 bp
        10.6
        SRX18804549
        67.3%
        12.8
        75.1%
        7.2
        0.5%
        83.7%
        50%
        150 bp
        9.5
        SRX18804550
        58.7%
        10.3
        69.7%
        6.1
        0.6%
        76.6%
        49%
        150 bp
        8.7
        SRX18804551
        64.0%
        10.5
        74.2%
        6.1
        0.5%
        79.9%
        49%
        150 bp
        8.2
        SRX18804552
        52.9%
        8.7
        64.0%
        5.2
        1.0%
        80.0%
        50%
        150 bp
        8.2
        SRX18804553
        61.7%
        10.5
        72.5%
        6.2
        0.8%
        79.6%
        49%
        150 bp
        8.5
        SRX18804554
        64.2%
        10.1
        73.0%
        5.8
        0.9%
        80.5%
        50%
        150 bp
        7.9
        SRX19817112
        23.3%
        5.1
        27.5%
        3.0
        3.8%
        54.2%
        49%
        150 bp
        10.9
        SRX19817113
        23.7%
        4.6
        28.4%
        2.8
        4.5%
        54.0%
        49%
        150 bp
        9.8
        SRX19817114
        27.8%
        5.8
        33.7%
        3.5
        4.6%
        53.8%
        49%
        150 bp
        10.4
        SRX19817115
        22.8%
        4.9
        26.6%
        2.8
        3.7%
        47.4%
        49%
        150 bp
        10.7
        SRX19817116
        23.4%
        4.9
        27.5%
        2.9
        3.6%
        52.1%
        49%
        150 bp
        10.4
        SRX19817117
        28.7%
        6.4
        33.7%
        3.8
        3.7%
        51.8%
        49%
        150 bp
        11.2
        SRX2036088
        4.7%
        2.2
        93.6%
        43.9
        8.0%
        92.4%
        52%
        49 bp
        46.8
        SRX2036089
        4.9%
        2.2
        93.4%
        41.0
        7.9%
        91.7%
        52%
        49 bp
        43.8
        SRX2036090
        4.8%
        2.1
        94.5%
        40.5
        8.3%
        92.5%
        52%
        49 bp
        42.9
        SRX2036091
        4.1%
        1.7
        93.7%
        38.3
        8.3%
        92.5%
        52%
        49 bp
        40.9
        SRX2036300
        47.8%
        12.8
        71.8%
        9.7
        7.7%
        86.4%
        44%
        100 bp
        13.4
        SRX2036303
        45.7%
        11.3
        70.1%
        8.6
        7.5%
        86.1%
        43%
        100 bp
        12.3
        SRX2036305
        45.8%
        13.8
        70.8%
        10.6
        3.1%
        87.3%
        44%
        100 bp
        15.0
        SRX2036307
        47.8%
        15.1
        69.2%
        10.9
        7.3%
        86.2%
        44%
        100 bp
        15.7
        SRX2037533
        64.3%
        23.7
        85.2%
        31.4
        1.6%
        88.0%
        45%
        50 bp
        36.9
        SRX2037535
        65.3%
        25.2
        85.2%
        32.8
        1.6%
        87.9%
        45%
        50 bp
        38.5
        SRX2037536
        48.7%
        23.7
        69.7%
        33.9
        1.8%
        89.1%
        43%
        50 bp
        48.6
        SRX2037537
        48.8%
        28.5
        71.8%
        42.0
        1.8%
        90.4%
        44%
        50 bp
        58.5
        SRX2037538
        58.3%
        28.6
        82.7%
        40.6
        1.5%
        91.7%
        45%
        50 bp
        49.1
        SRX2037540
        57.2%
        23.2
        83.2%
        33.8
        1.5%
        89.4%
        45%
        50 bp
        40.6
        SRX2037541
        49.6%
        20.9
        75.6%
        31.8
        1.7%
        87.1%
        45%
        50 bp
        42.1
        SRX2037542
        49.4%
        23.8
        74.8%
        36.0
        1.7%
        88.7%
        45%
        50 bp
        48.2
        SRX2037691
        41.5%
        13.9
        65.8%
        11.0
        4.2%
        81.7%
        42%
        100 bp
        16.8
        SRX2037693
        33.5%
        11.3
        72.5%
        12.3
        9.1%
        85.9%
        45%
        100 bp
        16.9
        SRX2037695
        40.6%
        11.9
        69.6%
        10.2
        3.5%
        84.6%
        45%
        100 bp
        14.6
        SRX2037697
        40.8%
        12.5
        69.8%
        10.7
        8.5%
        84.9%
        45%
        100 bp
        15.4
        SRX2037699
        40.9%
        13.0
        61.6%
        9.8
        4.2%
        81.3%
        40%
        100 bp
        15.9
        SRX2037713
        35.6%
        11.8
        58.5%
        9.7
        9.1%
        81.9%
        37%
        100 bp
        16.6
        SRX2037715
        35.0%
        12.1
        61.1%
        10.5
        4.7%
        82.5%
        39%
        100 bp
        17.2
        SRX2037717
        34.4%
        9.0
        70.4%
        9.2
        8.7%
        84.0%
        45%
        100 bp
        13.0
        SRX2116174
        20.0%
        1.5
        55.3%
        2.0
        4.2%
        62.3%
        38%
        151 bp
        3.6
        SRX2116175
        17.1%
        1.3
        50.6%
        2.0
        3.0%
        57.4%
        37%
        151 bp
        3.9
        SRX2116176
        39.2%
        2.7
        73.9%
        2.6
        2.5%
        77.1%
        48%
        151 bp
        3.5
        SRX21659709
        55.1%
        11.3
        80.1%
        8.2
        2.0%
        87.7%
        49%
        150 bp
        10.2
        SRX21659710
        60.8%
        13.6
        79.2%
        8.9
        1.4%
        88.7%
        49%
        150 bp
        11.2
        SRX21659711
        56.9%
        28.6
        80.9%
        20.3
        2.0%
        92.2%
        49%
        150 bp
        25.1
        SRX22720559
        71.8%
        26.1
        82.4%
        14.9
        0.5%
        77.9%
        49%
        100 bp
        18.1
        SRX22720560
        72.2%
        26.2
        82.7%
        15.0
        0.5%
        76.5%
        49%
        100 bp
        18.1
        SRX22720561
        72.5%
        26.2
        83.5%
        15.1
        0.5%
        78.8%
        49%
        100 bp
        18.1
        SRX22720562
        71.0%
        25.6
        83.1%
        15.0
        0.5%
        77.5%
        49%
        100 bp
        18.0
        SRX22720563
        71.6%
        25.8
        82.7%
        14.9
        0.5%
        79.9%
        49%
        100 bp
        18.0
        SRX22720564
        72.6%
        26.3
        83.3%
        15.1
        0.5%
        79.2%
        49%
        100 bp
        18.1
        SRX22720565
        71.3%
        25.7
        82.3%
        14.9
        0.5%
        77.3%
        49%
        100 bp
        18.1
        SRX22720566
        70.4%
        25.5
        81.1%
        14.7
        0.6%
        76.5%
        49%
        100 bp
        18.1
        SRX22720567
        72.6%
        26.2
        83.2%
        15.0
        0.5%
        77.6%
        49%
        100 bp
        18.0
        SRX22720568
        72.3%
        26.1
        83.0%
        15.0
        0.5%
        79.5%
        49%
        100 bp
        18.0
        SRX22720569
        71.0%
        25.7
        82.7%
        15.0
        0.5%
        79.2%
        49%
        100 bp
        18.1
        SRX22720570
        71.7%
        26.0
        82.7%
        15.0
        0.5%
        78.0%
        49%
        100 bp
        18.1
        SRX22720571
        73.0%
        26.5
        83.6%
        15.2
        0.5%
        78.3%
        49%
        100 bp
        18.1
        SRX22720572
        71.1%
        25.7
        84.0%
        15.2
        0.5%
        78.8%
        49%
        100 bp
        18.1
        SRX22720574
        71.0%
        25.7
        81.2%
        14.7
        0.5%
        78.7%
        49%
        100 bp
        18.1
        SRX22720575
        71.3%
        25.7
        81.3%
        14.6
        0.5%
        78.2%
        49%
        100 bp
        18.0
        SRX22720576
        73.0%
        26.4
        83.4%
        15.0
        0.5%
        77.3%
        49%
        100 bp
        18.0
        SRX22720577
        72.4%
        26.2
        83.2%
        15.0
        0.5%
        78.4%
        49%
        100 bp
        18.1
        SRX22720578
        73.2%
        26.4
        83.2%
        15.0
        0.5%
        78.1%
        49%
        100 bp
        18.0
        SRX22720579
        72.8%
        26.3
        82.9%
        15.0
        0.5%
        78.3%
        49%
        100 bp
        18.1
        SRX3316529
        64.9%
        44.4
        77.9%
        26.6
        0.8%
        90.4%
        46%
        100 bp
        34.2
        SRX3316530
        75.8%
        41.3
        85.8%
        23.4
        1.7%
        91.3%
        49%
        100 bp
        27.3
        SRX3316531
        72.6%
        39.8
        83.4%
        22.8
        0.8%
        90.9%
        48%
        100 bp
        27.4
        SRX3316532
        73.5%
        46.0
        83.5%
        26.1
        0.8%
        91.4%
        48%
        100 bp
        31.3
        SRX3316533
        70.5%
        43.7
        81.3%
        25.2
        1.5%
        91.4%
        48%
        100 bp
        31.0
        SRX3316534
        70.4%
        37.6
        80.8%
        21.6
        1.3%
        90.6%
        48%
        100 bp
        26.7
        SRX3316535
        72.9%
        41.0
        83.3%
        23.4
        4.5%
        91.2%
        49%
        100 bp
        28.1
        SRX3316536
        55.7%
        30.2
        73.2%
        19.8
        0.8%
        88.6%
        47%
        100 bp
        27.1
        SRX3316537
        67.5%
        37.3
        79.5%
        21.9
        1.4%
        90.1%
        47%
        100 bp
        27.6
        SRX3316538
        73.1%
        39.2
        83.2%
        22.3
        1.5%
        90.9%
        48%
        100 bp
        26.8
        SRX3316539
        73.7%
        36.3
        83.9%
        20.7
        0.8%
        90.6%
        48%
        100 bp
        24.7
        SRX3316540
        73.2%
        43.2
        83.3%
        24.6
        0.8%
        90.8%
        48%
        100 bp
        29.5
        SRX3316541
        71.5%
        43.2
        82.7%
        25.0
        1.4%
        91.8%
        48%
        100 bp
        30.2
        SRX3316542
        73.5%
        39.7
        84.3%
        22.8
        1.5%
        91.6%
        48%
        100 bp
        27.0
        SRX3316543
        74.9%
        45.1
        85.2%
        25.7
        0.8%
        92.0%
        49%
        100 bp
        30.1
        SRX3316544
        73.2%
        34.9
        84.0%
        20.0
        2.0%
        90.5%
        49%
        100 bp
        23.9
        SRX3316545
        73.1%
        33.8
        83.2%
        19.3
        1.6%
        91.3%
        49%
        100 bp
        23.1
        SRX3316546
        74.8%
        41.2
        84.9%
        23.4
        1.4%
        91.9%
        49%
        100 bp
        27.6
        SRX3316547
        73.2%
        31.7
        82.9%
        18.0
        0.8%
        90.4%
        48%
        100 bp
        21.7
        SRX3316548
        74.6%
        35.2
        83.8%
        19.8
        0.8%
        91.1%
        47%
        100 bp
        23.6
        SRX3316549
        75.2%
        34.4
        85.0%
        19.5
        1.6%
        91.2%
        48%
        100 bp
        22.9
        SRX3316550
        74.3%
        41.0
        84.9%
        23.4
        0.8%
        91.6%
        48%
        100 bp
        27.6
        SRX3316551
        69.7%
        40.8
        80.4%
        23.5
        1.4%
        91.2%
        48%
        100 bp
        29.3
        SRX3316552
        71.5%
        38.2
        82.4%
        22.0
        1.3%
        91.3%
        48%
        100 bp
        26.7
        SRX3316553
        72.1%
        35.9
        82.5%
        20.5
        0.8%
        91.1%
        48%
        100 bp
        24.9
        SRX3316554
        68.9%
        35.3
        80.4%
        20.6
        0.8%
        90.9%
        48%
        100 bp
        25.6
        SRX3316555
        69.4%
        31.3
        80.9%
        18.2
        1.5%
        89.3%
        48%
        100 bp
        22.5
        SRX3316556
        71.0%
        34.0
        82.3%
        19.7
        1.6%
        90.8%
        47%
        100 bp
        23.9
        SRX3316557
        73.5%
        38.7
        84.0%
        22.1
        0.8%
        91.3%
        48%
        100 bp
        26.3
        SRX3316558
        73.6%
        33.0
        84.5%
        18.9
        2.1%
        89.6%
        48%
        100 bp
        22.4
        SRX3316559
        71.2%
        36.8
        82.8%
        21.4
        0.5%
        90.5%
        48%
        100 bp
        25.8
        SRX3316560
        69.5%
        36.3
        80.9%
        21.1
        0.8%
        91.8%
        48%
        100 bp
        26.1
        SRX3316561
        68.9%
        37.0
        79.9%
        21.5
        1.4%
        89.9%
        48%
        100 bp
        26.9
        SRX3316625
        73.3%
        36.6
        82.9%
        20.7
        0.8%
        91.1%
        47%
        100 bp
        25.0
        SRX3316626
        72.0%
        35.1
        82.3%
        20.1
        0.8%
        89.4%
        47%
        100 bp
        24.4
        SRX3316627
        72.4%
        36.7
        81.9%
        20.7
        1.3%
        91.2%
        47%
        100 bp
        25.3
        SRX3316628
        72.5%
        36.7
        83.3%
        21.1
        1.2%
        91.1%
        48%
        100 bp
        25.3
        SRX3316629
        73.9%
        34.7
        84.0%
        19.7
        0.8%
        90.8%
        48%
        100 bp
        23.5
        SRX3316630
        73.4%
        44.3
        84.3%
        25.5
        1.3%
        91.6%
        48%
        100 bp
        30.2
        SRX3316631
        74.3%
        41.8
        84.9%
        23.9
        0.8%
        91.2%
        48%
        100 bp
        28.1
        SRX3316632
        73.9%
        35.0
        83.2%
        19.7
        0.8%
        91.1%
        47%
        100 bp
        23.7
        SRX3316633
        72.5%
        34.3
        82.7%
        19.6
        1.4%
        89.3%
        48%
        100 bp
        23.7
        SRX3316634
        71.9%
        35.5
        83.4%
        20.6
        1.2%
        90.5%
        47%
        100 bp
        24.7
        SRX3316735
        78.3%
        44.9
        92.2%
        26.4
        1.9%
        89.7%
        49%
        100 bp
        28.7
        SRX3316736
        84.0%
        52.6
        95.5%
        29.9
        1.5%
        91.8%
        49%
        100 bp
        31.3
        SRX3316737
        82.5%
        53.9
        94.4%
        30.8
        0.7%
        91.3%
        49%
        100 bp
        32.6
        SRX3316738
        83.3%
        49.4
        96.1%
        28.5
        0.8%
        90.2%
        48%
        100 bp
        29.6
        SRX3316739
        83.4%
        42.5
        94.4%
        24.1
        1.4%
        88.2%
        48%
        100 bp
        25.5
        SRX3316740
        75.7%
        29.9
        85.3%
        16.9
        2.8%
        85.6%
        48%
        100 bp
        19.8
        SRX3316741
        77.3%
        58.9
        95.6%
        36.4
        1.9%
        92.7%
        49%
        100 bp
        38.1
        SRX3316742
        84.3%
        49.5
        96.0%
        28.2
        0.8%
        91.5%
        49%
        100 bp
        29.3
        SRX3316743
        83.2%
        48.7
        95.0%
        27.8
        1.6%
        91.5%
        49%
        100 bp
        29.3
        SRX3316744
        69.6%
        11.0
        79.6%
        6.3
        72.4%
        80.2%
        48%
        100 bp
        7.9
        SRX3316745
        71.5%
        32.8
        82.5%
        18.9
        7.5%
        89.4%
        48%
        100 bp
        23.0
        SRX3316746
        70.3%
        31.0
        80.1%
        17.7
        26.3%
        86.1%
        49%
        100 bp
        22.1
        SRX3316747
        81.0%
        43.8
        90.7%
        24.5
        1.4%
        86.2%
        48%
        100 bp
        27.1
        SRX3316748
        83.5%
        44.3
        95.5%
        25.4
        1.4%
        89.2%
        48%
        100 bp
        26.5
        SRX3316749
        80.6%
        40.4
        90.1%
        22.6
        0.8%
        84.4%
        48%
        100 bp
        25.1
        SRX3316750
        83.3%
        45.7
        94.8%
        26.0
        1.9%
        91.6%
        49%
        100 bp
        27.4
        SRX3316751
        80.8%
        35.3
        93.2%
        20.3
        0.6%
        90.3%
        48%
        100 bp
        21.8
        SRX3316752
        82.2%
        29.0
        94.4%
        16.7
        0.7%
        90.1%
        49%
        100 bp
        17.7
        SRX3316753
        82.2%
        37.3
        94.1%
        21.4
        1.4%
        90.8%
        49%
        100 bp
        22.7
        SRX3316754
        82.4%
        33.4
        94.8%
        19.2
        1.2%
        90.3%
        49%
        100 bp
        20.3
        SRX3316755
        81.9%
        42.6
        93.6%
        24.4
        0.8%
        91.0%
        49%
        100 bp
        26.0
        SRX3316756
        82.1%
        31.6
        94.5%
        18.2
        0.9%
        89.7%
        48%
        100 bp
        19.3
        SRX3316757
        81.9%
        33.9
        94.5%
        19.6
        1.2%
        90.5%
        49%
        100 bp
        20.7
        SRX3316758
        82.4%
        43.2
        94.5%
        24.8
        2.0%
        90.0%
        48%
        100 bp
        26.2
        SRX3411505
        2.3%
        0.4
        63.3%
        4.9
        14.4%
        79.9%
        50%
        147 bp
        7.8
        SRX3411506
        3.7%
        0.4
        55.9%
        2.7
        40.3%
        75.8%
        50%
        147 bp
        4.9
        SRX3411507
        3.3%
        0.4
        55.4%
        3.3
        5.6%
        76.1%
        50%
        147 bp
        5.9
        SRX3411508
        2.5%
        0.2
        65.6%
        3.2
        5.0%
        89.2%
        51%
        147 bp
        4.9
        SRX3411509
        2.4%
        0.3
        61.7%
        3.3
        36.0%
        87.6%
        51%
        147 bp
        5.4
        SRX3411510
        2.0%
        0.2
        33.0%
        1.8
        6.1%
        69.0%
        50%
        147 bp
        5.5
        SRX3411511
        1.7%
        0.2
        45.9%
        3.0
        19.5%
        72.8%
        50%
        147 bp
        6.6
        SRX3411512
        1.9%
        0.2
        49.9%
        2.1
        40.4%
        72.1%
        51%
        147 bp
        4.2
        SRX3411513
        2.9%
        0.3
        48.3%
        2.5
        6.5%
        72.0%
        51%
        147 bp
        5.3
        SRX3411514
        2.7%
        0.2
        10.8%
        0.5
        4.1%
        62.6%
        47%
        147 bp
        4.5
        SRX3411515
        1.4%
        0.1
        7.8%
        0.3
        20.5%
        62.5%
        48%
        147 bp
        4.1
        SRX3411516
        1.6%
        0.2
        8.4%
        0.5
        11.2%
        67.6%
        42%
        147 bp
        5.7
        SRX3411517
        1.8%
        0.2
        14.6%
        0.8
        7.8%
        62.2%
        46%
        147 bp
        5.5
        SRX3411518
        5.2%
        0.3
        9.8%
        0.3
        2.2%
        75.2%
        48%
        147 bp
        3.0
        SRX3411519
        2.3%
        0.1
        6.5%
        0.2
        10.4%
        78.7%
        48%
        147 bp
        3.2
        SRX3411520
        2.0%
        0.1
        25.8%
        0.9
        6.6%
        82.4%
        48%
        147 bp
        3.5
        SRX3411521
        2.1%
        0.2
        12.8%
        0.7
        17.5%
        83.7%
        46%
        147 bp
        5.2
        SRX3411522
        3.4%
        0.3
        8.8%
        0.4
        12.6%
        79.0%
        47%
        147 bp
        4.0
        SRX3411523
        2.4%
        0.2
        8.0%
        0.4
        7.8%
        81.2%
        49%
        147 bp
        4.5
        SRX3411524
        1.7%
        0.2
        32.3%
        2.0
        8.3%
        87.8%
        50%
        147 bp
        6.2
        SRX3411525
        0.6%
        0.1
        8.5%
        0.4
        8.1%
        85.2%
        49%
        147 bp
        4.3
        SRX3541437
        26.2%
        21.1
        33.8%
        13.6
        0.4%
        94.9%
        52%
        100 bp
        40.3
        SRX3541438
        66.5%
        42.9
        77.9%
        25.1
        0.4%
        91.3%
        48%
        100 bp
        32.2
        SRX3541439
        46.9%
        30.7
        57.1%
        18.7
        0.5%
        91.4%
        50%
        100 bp
        32.7
        SRX3541440
        64.2%
        39.3
        74.4%
        22.8
        0.5%
        92.6%
        49%
        100 bp
        30.6
        SRX3541441
        14.5%
        9.0
        19.2%
        6.0
        0.4%
        94.8%
        53%
        100 bp
        31.3
        SRX3541442
        54.3%
        38.0
        65.4%
        22.9
        0.4%
        92.4%
        48%
        100 bp
        35.0
        SRX3541443
        10.7%
        6.1
        15.6%
        4.4
        0.5%
        94.5%
        53%
        100 bp
        28.4
        SRX3541444
        12.4%
        7.1
        17.3%
        4.9
        0.4%
        94.6%
        53%
        100 bp
        28.5
        SRX3541445
        29.1%
        19.1
        38.2%
        12.6
        0.4%
        93.3%
        51%
        100 bp
        32.8
        SRX3541446
        21.8%
        15.9
        28.2%
        10.3
        0.4%
        93.5%
        51%
        100 bp
        36.6
        SRX3541447
        8.5%
        5.2
        11.7%
        3.6
        0.5%
        95.0%
        53%
        100 bp
        30.6
        SRX3541448
        37.2%
        20.0
        46.4%
        12.5
        0.5%
        90.1%
        49%
        100 bp
        26.9
        SRX3541449
        7.9%
        5.8
        12.8%
        4.7
        0.4%
        92.9%
        52%
        100 bp
        36.4
        SRX3541450
        12.3%
        7.5
        22.6%
        6.9
        0.5%
        93.2%
        52%
        100 bp
        30.4
        SRX3541451
        41.1%
        25.9
        56.8%
        17.9
        0.4%
        90.2%
        48%
        100 bp
        31.5
        SRX3541452
        6.3%
        2.8
        10.3%
        2.3
        0.4%
        94.0%
        53%
        100 bp
        22.4
        SRX3541453
        2.7%
        1.3
        4.7%
        1.1
        0.3%
        95.5%
        54%
        100 bp
        23.8
        SRX5252024
        51.4%
        7.0
        85.2%
        11.7
        1.8%
        79.6%
        45%
        100 bp
        13.7
        SRX5252025
        67.0%
        8.1
        83.0%
        10.0
        1.7%
        77.7%
        45%
        100 bp
        12.0
        SRX5252026
        64.5%
        5.8
        79.8%
        7.2
        0.8%
        72.8%
        44%
        100 bp
        9.0
        SRX5252027
        52.0%
        5.9
        84.8%
        9.6
        1.9%
        78.6%
        45%
        100 bp
        11.3
        SRX5252028
        55.0%
        8.3
        85.1%
        12.8
        1.4%
        81.1%
        45%
        100 bp
        15.1
        SRX5252029
        67.9%
        6.8
        83.5%
        8.3
        2.0%
        75.4%
        45%
        100 bp
        10.0
        SRX5252030
        67.5%
        7.7
        82.6%
        9.4
        1.6%
        76.3%
        45%
        100 bp
        11.4
        SRX5252031
        63.8%
        6.3
        87.4%
        8.6
        1.8%
        79.6%
        47%
        100 bp
        9.8
        SRX5252032
        53.4%
        7.3
        84.7%
        11.6
        1.4%
        80.1%
        45%
        100 bp
        13.7
        SRX5252033
        56.8%
        8.9
        85.9%
        13.5
        1.7%
        81.8%
        46%
        100 bp
        15.7
        SRX5252034
        53.7%
        5.8
        83.0%
        8.9
        3.6%
        77.6%
        46%
        100 bp
        10.7
        SRX5252035
        61.5%
        7.5
        88.0%
        10.7
        1.7%
        80.8%
        47%
        100 bp
        12.2
        SRX5252036
        66.4%
        7.3
        81.6%
        9.0
        1.6%
        76.0%
        44%
        100 bp
        11.1
        SRX5252037
        67.9%
        7.1
        82.8%
        8.6
        1.9%
        76.2%
        44%
        100 bp
        10.4
        SRX5252038
        53.4%
        4.9
        80.8%
        7.4
        4.2%
        76.2%
        45%
        100 bp
        9.1
        SRX5252039
        65.8%
        5.0
        81.0%
        6.1
        2.0%
        70.1%
        44%
        100 bp
        7.6
        SRX5252040
        59.0%
        9.0
        85.8%
        13.1
        1.3%
        82.2%
        46%
        100 bp
        15.2
        SRX5252041
        66.0%
        6.4
        81.2%
        7.8
        1.6%
        74.2%
        44%
        100 bp
        9.7
        SRX5252042
        67.7%
        7.1
        82.9%
        8.7
        1.6%
        76.3%
        44%
        100 bp
        10.5
        SRX5252043
        63.3%
        6.1
        77.1%
        7.5
        6.0%
        76.0%
        44%
        100 bp
        9.7
        SRX5252044
        66.5%
        6.5
        81.6%
        7.9
        2.1%
        74.7%
        44%
        100 bp
        9.7
        SRX5252045
        66.8%
        8.5
        82.3%
        10.5
        1.4%
        78.5%
        45%
        100 bp
        12.7
        SRX5252046
        65.6%
        5.4
        81.1%
        6.7
        1.6%
        72.4%
        44%
        100 bp
        8.3
        SRX5252047
        63.0%
        4.5
        77.8%
        5.6
        5.6%
        72.0%
        44%
        100 bp
        7.2
        SRX5252048
        66.0%
        6.7
        81.5%
        8.3
        2.1%
        74.7%
        44%
        100 bp
        10.1
        SRX5252049
        65.5%
        7.9
        80.3%
        9.7
        1.5%
        76.9%
        45%
        100 bp
        12.1
        SRX5252050
        64.6%
        6.2
        79.9%
        7.7
        1.4%
        74.4%
        44%
        100 bp
        9.6
        SRX5252051
        61.7%
        5.1
        76.4%
        6.3
        5.0%
        73.3%
        44%
        100 bp
        8.3
        SRX5252052
        65.5%
        7.3
        80.4%
        8.9
        1.5%
        76.9%
        43%
        100 bp
        11.1
        SRX5252053
        52.9%
        8.1
        84.7%
        13.0
        1.3%
        81.7%
        45%
        100 bp
        15.4
        SRX5252054
        50.3%
        5.6
        83.6%
        9.4
        1.6%
        76.5%
        45%
        100 bp
        11.2
        SRX5252055
        51.6%
        7.0
        84.2%
        11.4
        1.4%
        80.6%
        44%
        100 bp
        13.5
        SRX5252056
        55.3%
        8.7
        85.9%
        13.5
        1.2%
        82.2%
        46%
        100 bp
        15.8
        SRX5252057
        54.4%
        7.7
        85.7%
        12.1
        1.5%
        80.4%
        45%
        100 bp
        14.1
        SRX5252058
        64.7%
        10.2
        87.9%
        13.9
        1.3%
        84.4%
        46%
        100 bp
        15.8
        SRX5252059
        67.8%
        10.5
        89.2%
        13.8
        1.4%
        85.6%
        48%
        100 bp
        15.5
        SRX5252060
        65.8%
        7.2
        81.8%
        8.9
        1.5%
        75.5%
        44%
        100 bp
        10.9
        SRX5252061
        54.7%
        7.3
        85.0%
        11.3
        1.3%
        79.7%
        45%
        100 bp
        13.3
        SRX5329169
        12.4%
        7.1
        17.2%
        4.9
        0.8%
        94.3%
        53%
        100 bp
        28.7
        SRX5329170
        64.0%
        39.4
        74.2%
        22.8
        0.7%
        91.1%
        49%
        100 bp
        30.8
        SRX5329171
        61.6%
        41.0
        72.4%
        24.1
        1.0%
        91.4%
        49%
        100 bp
        33.3
        SRX5329172
        54.1%
        38.1
        65.2%
        23.0
        1.2%
        91.2%
        48%
        100 bp
        35.2
        SRX5329173
        8.4%
        5.2
        11.6%
        3.6
        0.8%
        93.6%
        53%
        100 bp
        30.8
        SRX5329174
        70.3%
        50.1
        80.3%
        28.6
        3.7%
        91.6%
        49%
        100 bp
        35.6
        SRX5329175
        46.6%
        30.8
        56.8%
        18.7
        1.2%
        91.3%
        50%
        100 bp
        33.0
        SRX5329176
        12.9%
        8.7
        17.5%
        5.9
        1.3%
        93.0%
        52%
        100 bp
        33.8
        SRX5329177
        66.0%
        43.0
        77.2%
        25.2
        0.8%
        91.2%
        49%
        100 bp
        32.6
        SRX5329178
        10.7%
        6.1
        15.5%
        4.4
        0.7%
        94.4%
        53%
        100 bp
        28.6
        SRX5329179
        14.4%
        9.1
        19.1%
        6.0
        0.8%
        94.6%
        53%
        100 bp
        31.4
        SRX5329180
        21.7%
        16.0
        28.0%
        10.3
        0.7%
        93.3%
        51%
        100 bp
        36.8
        SRX5329181
        40.9%
        25.9
        56.6%
        17.9
        1.3%
        90.2%
        49%
        100 bp
        31.7
        SRX5329182
        65.5%
        36.1
        76.9%
        21.2
        1.1%
        91.2%
        48%
        100 bp
        27.5
        SRX5329183
        47.5%
        36.2
        60.9%
        23.2
        0.7%
        92.0%
        48%
        100 bp
        38.1
        SRX5329184
        26.1%
        21.2
        33.7%
        13.7
        0.7%
        94.8%
        52%
        100 bp
        40.6
        SRX5329185
        6.2%
        2.8
        10.3%
        2.3
        1.1%
        93.8%
        53%
        100 bp
        22.5
        SRX5329186
        2.7%
        1.3
        4.7%
        1.1
        0.9%
        95.3%
        54%
        100 bp
        24.0
        SRX5329187
        37.0%
        20.0
        46.1%
        12.5
        0.8%
        91.2%
        50%
        100 bp
        27.1
        SRX5329188
        29.0%
        19.2
        38.0%
        12.6
        0.8%
        91.2%
        51%
        100 bp
        33.1
        SRX5329189
        12.3%
        7.5
        22.5%
        6.9
        3.0%
        91.4%
        52%
        100 bp
        30.6
        SRX5329190
        7.8%
        5.8
        12.7%
        4.7
        0.7%
        94.5%
        53%
        100 bp
        36.8
        SRX5329191
        10.2%
        7.6
        14.5%
        5.4
        1.1%
        95.3%
        53%
        100 bp
        37.4
        SRX5329192
        16.2%
        10.8
        23.6%
        7.9
        3.8%
        94.2%
        52%
        100 bp
        33.4
        SRX5329193
        29.8%
        21.0
        36.6%
        12.9
        0.7%
        93.5%
        51%
        100 bp
        35.2
        SRX5329194
        22.4%
        16.3
        28.6%
        10.4
        0.7%
        94.2%
        52%
        100 bp
        36.4
        SRX6700162
        70.3%
        52.2
        81.6%
        30.3
        7.0%
        91.6%
        48%
        122 bp
        37.1
        SRX6700163
        71.8%
        48.8
        84.5%
        28.7
        3.9%
        91.2%
        48%
        122 bp
        33.9
        SRX6700164
        70.2%
        58.1
        82.0%
        33.9
        5.1%
        92.1%
        48%
        122 bp
        41.4
        SRX6700165
        68.3%
        57.7
        81.4%
        34.4
        6.3%
        91.9%
        48%
        122 bp
        42.3
        SRX6700166
        66.4%
        48.5
        78.6%
        28.7
        7.5%
        90.7%
        47%
        122 bp
        36.5
        SRX6700168
        66.9%
        53.1
        78.2%
        31.1
        3.9%
        90.8%
        47%
        126 bp
        39.7
        SRX6700169
        65.7%
        46.1
        77.3%
        27.1
        6.7%
        90.1%
        47%
        126 bp
        35.1
        SRX6700170
        66.7%
        54.7
        78.3%
        32.1
        4.7%
        91.6%
        47%
        122 bp
        41.0
        SRX6700171
        58.3%
        51.6
        74.1%
        32.8
        6.6%
        90.6%
        47%
        122 bp
        44.3
        SRX6700172
        57.8%
        46.4
        73.5%
        29.5
        6.4%
        89.8%
        47%
        122 bp
        40.2
        SRX6700173
        55.8%
        39.0
        72.6%
        25.4
        3.9%
        88.6%
        47%
        122 bp
        35.0
        SRX6700174
        70.6%
        57.7
        82.9%
        33.9
        3.8%
        91.4%
        48%
        122 bp
        40.9
        SRX6700175
        70.1%
        51.1
        81.7%
        29.8
        6.7%
        91.5%
        48%
        122 bp
        36.5
        SRX6700176
        69.5%
        57.3
        82.0%
        33.8
        6.9%
        92.3%
        47%
        122 bp
        41.2
        SRX6700177
        68.5%
        40.0
        80.2%
        23.4
        4.0%
        90.7%
        47%
        122 bp
        29.2
        SRX6700178
        68.8%
        40.2
        79.4%
        23.2
        3.9%
        89.6%
        48%
        126 bp
        29.2
        SRX6700179
        56.9%
        45.8
        72.4%
        29.2
        6.6%
        91.5%
        49%
        126 bp
        40.3
        SRX6700180
        46.8%
        44.9
        65.5%
        31.4
        4.1%
        92.8%
        49%
        126 bp
        48.0
        SRX6700181
        67.9%
        45.8
        78.7%
        26.5
        6.3%
        91.2%
        47%
        126 bp
        33.7
        SRX6700182
        53.3%
        46.8
        70.5%
        30.9
        7.1%
        92.6%
        49%
        126 bp
        43.9
        SRX6700183
        56.1%
        33.8
        74.0%
        22.3
        4.5%
        89.0%
        48%
        126 bp
        30.1
        SRX6700184
        54.8%
        43.9
        72.1%
        28.8
        4.0%
        89.6%
        47%
        126 bp
        40.0
        SRX6700185
        57.0%
        44.0
        74.0%
        28.5
        7.6%
        89.5%
        48%
        126 bp
        38.6
        SRX6922015
        58.1%
        11.0
        67.1%
        6.3
        2.7%
        73.4%
        48%
        150 bp
        9.5
        SRX6922016
        59.5%
        6.9
        67.3%
        3.9
        2.4%
        74.3%
        49%
        150 bp
        5.8
        SRX6922017
        60.7%
        13.0
        69.5%
        7.5
        0.9%
        80.4%
        48%
        150 bp
        10.7
        SRX6922018
        61.3%
        9.9
        70.4%
        5.7
        1.0%
        81.7%
        48%
        150 bp
        8.1
        SRX6922019
        55.7%
        16.1
        63.9%
        9.3
        1.6%
        85.6%
        47%
        150 bp
        14.5
        SRX6922020
        53.2%
        9.4
        61.8%
        5.5
        1.0%
        81.9%
        47%
        150 bp
        8.9
        SRX6922021
        53.6%
        11.8
        62.2%
        6.8
        1.6%
        83.6%
        47%
        150 bp
        11.0
        SRX6922023
        62.5%
        11.1
        71.2%
        6.3
        1.0%
        81.4%
        49%
        150 bp
        8.9
        SRX6922024
        62.8%
        12.0
        72.2%
        6.9
        1.1%
        82.8%
        48%
        150 bp
        9.6
        SRX6922025
        61.8%
        11.6
        71.1%
        6.7
        2.4%
        83.6%
        48%
        150 bp
        9.4
        SRX6922026
        59.9%
        14.3
        69.0%
        8.2
        3.4%
        80.6%
        48%
        150 bp
        11.9
        SRX6922027
        60.1%
        14.4
        69.2%
        8.3
        1.5%
        81.1%
        48%
        150 bp
        12.0
        SRX6922028
        60.2%
        12.0
        69.2%
        6.9
        1.5%
        78.3%
        48%
        150 bp
        10.0
        SRX6922029
        61.3%
        11.5
        70.5%
        6.6
        2.2%
        79.9%
        48%
        150 bp
        9.4
        SRX7101023
        68.7%
        52.6
        81.1%
        31.1
        7.6%
        90.8%
        49%
        126 bp
        38.3
        SRX7101024
        74.3%
        52.2
        85.5%
        30.0
        11.2%
        90.9%
        49%
        122 bp
        35.2
        SRX7101025
        73.7%
        53.3
        85.0%
        30.7
        4.8%
        90.7%
        49%
        126 bp
        36.1
        SRX7101026
        73.7%
        47.0
        85.5%
        27.2
        4.6%
        91.7%
        49%
        126 bp
        31.9
        SRX7101027
        73.3%
        52.6
        85.6%
        30.7
        10.1%
        92.4%
        48%
        126 bp
        35.9
        SRX7101028
        74.1%
        56.7
        85.7%
        32.8
        10.7%
        93.0%
        48%
        122 bp
        38.2
        SRX7101029
        72.2%
        59.0
        82.9%
        33.9
        4.5%
        91.1%
        48%
        122 bp
        40.8
        SRX7101030
        72.1%
        52.2
        82.5%
        29.8
        7.0%
        90.2%
        49%
        126 bp
        36.2
        SRX7101031
        71.5%
        49.9
        82.1%
        28.7
        4.1%
        89.3%
        48%
        126 bp
        34.9
        SRX7101032
        67.6%
        51.7
        81.9%
        31.3
        4.0%
        90.9%
        48%
        126 bp
        38.2
        SRX7101033
        70.8%
        53.5
        83.1%
        31.4
        7.6%
        91.0%
        48%
        126 bp
        37.8
        SRX7101034
        67.1%
        53.8
        81.4%
        32.6
        7.7%
        91.2%
        48%
        126 bp
        40.1
        SRX7101035
        48.0%
        32.8
        66.5%
        22.7
        4.4%
        78.0%
        46%
        126 bp
        34.1
        SRX7101036
        35.1%
        27.8
        80.1%
        63.4
        7.3%
        88.5%
        49%
        122 bp
        79.1
        SRX7101037
        34.7%
        24.7
        77.2%
        55.0
        7.2%
        86.7%
        49%
        122 bp
        71.3
        SRX7101038
        36.6%
        29.2
        82.3%
        65.7
        6.9%
        88.7%
        48%
        122 bp
        79.8
        SRX7101039
        36.6%
        29.6
        81.5%
        66.0
        7.2%
        88.9%
        49%
        122 bp
        80.9
        SRX7101040
        37.3%
        30.9
        83.5%
        69.3
        7.5%
        89.5%
        49%
        122 bp
        83.0
        SRX7101041
        35.1%
        24.5
        80.1%
        55.7
        5.5%
        88.0%
        49%
        122 bp
        69.6
        SRX7551986
        63.5%
        8.6
        73.2%
        4.9
        0.9%
        78.4%
        49%
        150 bp
        6.8
        SRX7551987
        63.5%
        8.2
        72.7%
        4.7
        1.3%
        78.6%
        49%
        150 bp
        6.4
        SRX7551988
        63.3%
        5.4
        73.8%
        3.1
        1.4%
        75.2%
        48%
        150 bp
        4.3
        SRX7551989
        62.8%
        7.3
        73.1%
        4.2
        1.0%
        76.7%
        48%
        150 bp
        5.8
        SRX7551990
        64.0%
        7.7
        74.2%
        4.5
        1.6%
        79.7%
        49%
        150 bp
        6.0
        SRX7551991
        63.6%
        6.7
        73.3%
        3.9
        1.0%
        78.8%
        49%
        150 bp
        5.3
        SRX8694706
        66.0%
        5.1
        73.4%
        2.8
        0.7%
        82.8%
        49%
        150 bp
        3.8
        SRX8694707
        66.1%
        5.8
        73.2%
        3.2
        0.6%
        83.3%
        49%
        150 bp
        4.4
        SRX8694708
        65.8%
        5.8
        73.5%
        3.2
        0.6%
        77.9%
        48%
        150 bp
        4.4
        SRX8694709
        67.1%
        5.7
        74.7%
        3.2
        0.7%
        79.3%
        48%
        150 bp
        4.2
        SRX8694710
        70.0%
        7.4
        78.2%
        4.2
        0.7%
        87.3%
        49%
        150 bp
        5.3
        SRX8694711
        69.8%
        5.8
        78.7%
        3.3
        0.6%
        86.0%
        49%
        150 bp
        4.2
        SRX8694712
        69.2%
        6.9
        76.5%
        3.8
        0.6%
        86.6%
        49%
        150 bp
        5.0
        SRX8694713
        70.3%
        5.4
        77.7%
        3.0
        0.7%
        85.1%
        49%
        150 bp
        3.9
        SRX8694714
        69.7%
        5.8
        77.3%
        3.2
        0.6%
        84.8%
        49%
        150 bp
        4.2
        SRX8694715
        67.6%
        6.0
        76.6%
        3.4
        0.7%
        85.0%
        49%
        150 bp
        4.4
        SRX8694716
        67.9%
        5.6
        78.1%
        3.2
        0.7%
        85.3%
        49%
        150 bp
        4.1
        SRX8694717
        68.6%
        6.8
        78.0%
        3.9
        0.7%
        86.4%
        49%
        150 bp
        5.0
        SRX8694718
        68.5%
        5.8
        75.4%
        3.2
        0.6%
        78.6%
        48%
        150 bp
        4.3
        SRX8694719
        66.0%
        5.5
        78.6%
        3.3
        0.7%
        80.0%
        48%
        150 bp
        4.1
        SRX8694720
        71.3%
        5.3
        79.2%
        3.0
        0.7%
        81.1%
        49%
        150 bp
        3.7
        SRX8694721
        68.0%
        5.7
        76.6%
        3.2
        0.7%
        79.1%
        48%
        150 bp
        4.2
        SRX8694722
        69.9%
        6.6
        77.8%
        3.7
        0.7%
        82.9%
        48%
        150 bp
        4.7
        SRX8694723
        70.3%
        6.1
        76.8%
        3.3
        0.5%
        81.1%
        48%
        150 bp
        4.3
        SRX8694724
        68.5%
        5.8
        75.5%
        3.2
        0.7%
        79.3%
        48%
        150 bp
        4.2
        SRX8694725
        69.1%
        6.1
        76.4%
        3.3
        0.7%
        80.0%
        48%
        150 bp
        4.4
        SRX8694726
        71.1%
        7.4
        77.1%
        4.0
        0.5%
        83.1%
        49%
        150 bp
        5.2
        SRX8694727
        70.8%
        7.7
        77.1%
        4.2
        0.6%
        83.1%
        49%
        150 bp
        5.4

        featureCounts

        Subread featureCounts is a highly efficient general-purpose read summarization program that counts mapped reads for genomic features such as genes, exons, promoter, gene bodies, genomic bins and chromosomal locations.DOI: 10.1093/bioinformatics/btt656.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Bowtie 1

        Bowtie 1 is an ultrafast, memory-efficient short read aligner.DOI: 10.1186/gb-2009-10-3-r25.

        This plot shows the number of reads aligning to the reference in different ways.

        There are 3 possible types of alignment: * Aligned: Read has only one occurence in the reference genome. * Multimapped: Read has multiple occurence. * Not aligned: Read has no occurence.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        RSeQC

        RSeQC package provides a number of useful modules that can comprehensively evaluate high throughput RNA-seq data.DOI: 10.1093/bioinformatics/bts356.

        Infer experiment

        Infer experiment counts the percentage of reads and read pairs that match the strandedness of overlapping transcripts. It can be used to infer whether RNA-seq library preps are stranded (sense or antisense).

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Cutadapt

        Version: 4.4

        Cutadapt is a tool to find and remove adapter sequences, primers, poly-A tails and other types of unwanted sequence from your high-throughput sequencing reads.DOI: 10.14806/ej.17.1.200.

        Filtered Reads

        This plot shows the number of reads (SE) / pairs (PE) removed by Cutadapt.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Trimmed Sequence Lengths (3')

        This plot shows the number of reads with certain lengths of adapter trimmed for the 3' end.

        Obs/Exp shows the raw counts divided by the number expected due to sequencing errors. A defined peak may be related to adapter length.

        See the cutadapt documentation for more information on how these numbers are generated.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        FastQC

        Version: 0.12.1

        FastQC is a quality control tool for high throughput sequence data, written by Simon Andrews at the Babraham Institute in Cambridge.

        Sequence Counts

        Sequence counts for each sample. Duplicate read counts are an estimate only.

        This plot show the total number of reads, broken down into unique and duplicate if possible (only more recent versions of FastQC give duplicate info).

        You can read more about duplicate calculation in the FastQC documentation. A small part has been copied here for convenience:

        Only sequences which first appear in the first 100,000 sequences in each file are analysed. This should be enough to get a good impression for the duplication levels in the whole file. Each sequence is tracked to the end of the file to give a representative count of the overall duplication level.

        The duplication detection requires an exact sequence match over the whole length of the sequence. Any reads over 75bp in length are truncated to 50bp for this analysis.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Quality Histograms

        The mean quality value across each base position in the read.

        To enable multiple samples to be plotted on the same graph, only the mean quality scores are plotted (unlike the box plots seen in FastQC reports).

        Taken from the FastQC help:

        The y-axis on the graph shows the quality scores. The higher the score, the better the base call. The background of the graph divides the y axis into very good quality calls (green), calls of reasonable quality (orange), and calls of poor quality (red). The quality of calls on most platforms will degrade as the run progresses, so it is common to see base calls falling into the orange area towards the end of a read.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Sequence Quality Scores

        The number of reads with average quality scores. Shows if a subset of reads has poor quality.

        From the FastQC help:

        The per sequence quality score report allows you to see if a subset of your sequences have universally low quality values. It is often the case that a subset of sequences will have universally poor quality, however these should represent only a small percentage of the total sequences.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base Sequence Content

        The proportion of each base position for which each of the four normal DNA bases has been called.

        To enable multiple samples to be shown in a single plot, the base composition data is shown as a heatmap. The colours represent the balance between the four bases: an even distribution should give an even muddy brown colour. Hover over the plot to see the percentage of the four bases under the cursor.

        To see the data as a line plot, as in the original FastQC graph, click on a sample track.

        From the FastQC help:

        Per Base Sequence Content plots out the proportion of each base position in a file for which each of the four normal DNA bases has been called.

        In a random library you would expect that there would be little to no difference between the different bases of a sequence run, so the lines in this plot should run parallel with each other. The relative amount of each base should reflect the overall amount of these bases in your genome, but in any case they should not be hugely imbalanced from each other.

        It's worth noting that some types of library will always produce biased sequence composition, normally at the start of the read. Libraries produced by priming using random hexamers (including nearly all RNA-Seq libraries) and those which were fragmented using transposases inherit an intrinsic bias in the positions at which reads start. This bias does not concern an absolute sequence, but instead provides enrichement of a number of different K-mers at the 5' end of the reads. Whilst this is a true technical bias, it isn't something which can be corrected by trimming and in most cases doesn't seem to adversely affect the downstream analysis.

        Click a sample row to see a line plot for that dataset.
        Rollover for sample name
        Position: -
        %T: -
        %C: -
        %A: -
        %G: -

        Per Sequence GC Content

        The average GC content of reads. Normal random library typically have a roughly normal distribution of GC content.

        From the FastQC help:

        This module measures the GC content across the whole length of each sequence in a file and compares it to a modelled normal distribution of GC content.

        In a normal random library you would expect to see a roughly normal distribution of GC content where the central peak corresponds to the overall GC content of the underlying genome. Since we don't know the the GC content of the genome the modal GC content is calculated from the observed data and used to build a reference distribution.

        An unusually shaped distribution could indicate a contaminated library or some other kinds of biased subset. A normal distribution which is shifted indicates some systematic bias which is independent of base position. If there is a systematic bias which creates a shifted normal distribution then this won't be flagged as an error by the module since it doesn't know what your genome's GC content should be.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base N Content

        The percentage of base calls at each position for which an N was called.

        From the FastQC help:

        If a sequencer is unable to make a base call with sufficient confidence then it will normally substitute an N rather than a conventional base call. This graph shows the percentage of base calls at each position for which an N was called.

        It's not unusual to see a very low proportion of Ns appearing in a sequence, especially nearer the end of a sequence. However, if this proportion rises above a few percent it suggests that the analysis pipeline was unable to interpret the data well enough to make valid base calls.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Length Distribution

        The distribution of fragment sizes (read lengths) found. See the FastQC help

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Duplication Levels

        The relative level of duplication found for every sequence.

        From the FastQC Help:

        In a diverse library most sequences will occur only once in the final set. A low level of duplication may indicate a very high level of coverage of the target sequence, but a high level of duplication is more likely to indicate some kind of enrichment bias (eg PCR over amplification). This graph shows the degree of duplication for every sequence in a library: the relative number of sequences with different degrees of duplication.

        Only sequences which first appear in the first 100,000 sequences in each file are analysed. This should be enough to get a good impression for the duplication levels in the whole file. Each sequence is tracked to the end of the file to give a representative count of the overall duplication level.

        The duplication detection requires an exact sequence match over the whole length of the sequence. Any reads over 75bp in length are truncated to 50bp for this analysis.

        In a properly diverse library most sequences should fall into the far left of the plot in both the red and blue lines. A general level of enrichment, indicating broad oversequencing in the library will tend to flatten the lines, lowering the low end and generally raising other categories. More specific enrichments of subsets, or the presence of low complexity contaminants will tend to produce spikes towards the right of the plot.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Overrepresented sequences

        The total amount of overrepresented sequences found in each library.

        FastQC calculates and lists overrepresented sequences in FastQ files. It would not be possible to show this for all samples in a MultiQC report, so instead this plot shows the number of sequences categorized as over represented.

        Sometimes, a single sequence may account for a large number of reads in a dataset. To show this, the bars are split into two: the first shows the overrepresented reads that come from the single most common sequence. The second shows the total count from all remaining overrepresented sequences.

        From the FastQC Help:

        A normal high-throughput library will contain a diverse set of sequences, with no individual sequence making up a tiny fraction of the whole. Finding that a single sequence is very overrepresented in the set either means that it is highly biologically significant, or indicates that the library is contaminated, or not as diverse as you expected.

        FastQC lists all of the sequences which make up more than 0.1% of the total. To conserve memory only sequences which appear in the first 100,000 sequences are tracked to the end of the file. It is therefore possible that a sequence which is overrepresented but doesn't appear at the start of the file for some reason could be missed by this module.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Adapter Content

        The cumulative percentage count of the proportion of your library which has seen each of the adapter sequences at each position.

        Note that only samples with ≥ 0.1% adapter contamination are shown.

        There may be several lines per sample, as one is shown for each adapter detected in the file.

        From the FastQC Help:

        The plot shows a cumulative percentage count of the proportion of your library which has seen each of the adapter sequences at each position. Once a sequence has been seen in a read it is counted as being present right through to the end of the read so the percentages you see will only increase as the read length goes on.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Status Checks

        Status for each FastQC section showing whether results seem entirely normal (green), slightly abnormal (orange) or very unusual (red).

        FastQC assigns a status for each section of the report. These give a quick evaluation of whether the results of the analysis seem entirely normal (green), slightly abnormal (orange) or very unusual (red).

        It is important to stress that although the analysis results appear to give a pass/fail result, these evaluations must be taken in the context of what you expect from your library. A 'normal' sample as far as FastQC is concerned is random and diverse. Some experiments may be expected to produce libraries which are biased in particular ways. You should treat the summary evaluations therefore as pointers to where you should concentrate your attention and understand why your library may not look random and diverse.

        Specific guidance on how to interpret the output of each module can be found in the relevant report section, or in the FastQC help.

        In this heatmap, we summarise all of these into a single heatmap for a quick overview. Note that not all FastQC sections have plots in MultiQC reports, but all status checks are shown in this heatmap.

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        Software Versions

        Software Versions lists versions of software tools extracted from file contents.

        SoftwareVersion
        Cutadapt4.4
        FastQC0.12.1